Beyond Basic RAG: Similarity ≠ Relevance 💡 RAG systems often rely on similarity as a proxy for relevance when retrieving text chunks. The approach has become so widespread that it’s easy to misinterpret these concepts. Read: medium.com/logspace/beyon…

A great post on understanding RAG systems in depth and why Similarity ≠ Relevance. A must-read for anyone working with RAG applications.

Starting in less than an hour! Join at: crowdcast.io/c/langflow-fir…

Want to extract webpage elements using Beautiful Soup? Follow the walkthrough to help you get started.

XML power in Langflow! - Use tools via XML agent - Get structured AI responses - Perfect for app integration Watch a tutorial by Misbah Syed on XML formatting & tool usage in Langflow.

Why Your AI Can't Understand Why Bob Invited Alice to Coffee: The Problem with Similarity. x.com/rodrigonader_/…

Doesn't similarity always work in RAG?! Well... Consider a query like: "Why did Bob invite Alice to go out?" Here, the passage "Bob invited Alice to go out for coffee" might score higher than "He was feeling lonely... which led to picking up the phone". The latter might be

Tired of basic RAG applications generating irrelevant responses? Give Multi-Query RAG a try! Follow this step-by-step implementation tutorial. medium.com/logspace/build…

Is similarity really the key to accurate information retrieval? This 5-minute read will give you a deeper understanding of some of the advanced RAG topics.

What if AI wrote like we do - with a rough outline first? Implement the 'Skeleton-of-Thought' technique in Langflow, with this step-by-step tutorial by Misbah Syed, to help make LLM generations faster and more efficient.

Great use case of Langflow on DataStax cloud to build AI Chat and Agent apps. Sign up free with DataStax cloud and build LLM apps today!

Took my Langflow flow API and gave it a chat UI within a few minutes using Replit ⠕'s new agent 🤯 Only 5 prompts, but could've actually been 2 or 3.

Have you heard of Retrieval Weighting? It might be the technique your RAG app is missing, leading to inaccurate responses. Don't miss out on these weighting techniques, discussed by Rodrigo Nader , that you can apply to your RAG app in a few minutes and gain significant

Function Calling Agents in Langflow - Now available as a template

Building an AI Agent Web App: Framework - Next.js Auth & Db - Supabase Agent Flows - Langflow IDE - Cursor (+Claude 3.5) Component lib - shadcn UI UI - v0 Full tutorial below: